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Lianlei Shan — most-cited papers & profile · AI Agents
← authors
·
overview
Lianlei Shan
10
papers ·
0
citations ·
13
h-index
NIHR Imperial Biomedical Research Centre · University of Chinese Academy of Sciences · Imperial College London · Tsinghua University
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Most-cited papers
Think Less, Act Early: Reinforced Latent Reasoning with Early Exit in Vision-Language-Action Models
2026
DLWM: Diverse Latent World Models for Efficient Multimodal Reasoning
2026
PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space
2026
Latent-Space Contrastive Reinforcement Learning for Stable and Efficient LLM Reasoning
2026
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
2025
RecLLM-R1: A Two-Stage Training Paradigm with Reinforcement Learning and Chain-of-Thought v1
2025
RecLLM-R1: A Two-Stage Training Paradigm with Reinforcement Learning and Chain-of-Thought v1
2025
LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization
2025
Top co-authors
Bochen Yang
· 1
Wengao Ye
· 1
Yan Liang
· 1
Topics
Vision-Language Models
Model-Based RL
RLHF & Alignment
Video-Language
Embodied & Agents
Benchmarks
Visual QA & Reasoning
Control
Manipulation
Perception